{"id":"W6922207932","doi":"10.11575/prism/25742","title":"Downhole microseismic monitoring: processing, algorithms and error analysis","year":2014,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microseism; Workflow; Data processing; Software; Synthetic data; Hydraulic fracturing; Event (particle physics); Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002347512,0.000458409,0.001025562,0.001732065,0.0001937981,0.00003794536,0.0006478367,0.0005908118,0.00123753],"category_scores_gemma":[0.00001782887,0.0005794342,0.0002766798,0.0008581053,0.0005525891,0.0001377417,0.0003225437,0.0003929651,0.0006020354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133787,"about_ca_system_score_gemma":0.0001297795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744592,"about_ca_topic_score_gemma":0.00006758996,"domain_scores_codex":[0.9979872,0.0001110004,0.0001901873,0.0007969492,0.0004903545,0.0004243373],"domain_scores_gemma":[0.9981694,0.00002286622,0.0007559588,0.0006301969,0.00009226901,0.0003292731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001935287,0.0005176881,0.01921482,0.001329441,0.006857904,0.0002422335,0.003899334,0.000005622403,0.002506496,0.0000583273,0.6088759,0.3562987],"study_design_scores_gemma":[0.001492309,0.00008505951,0.01159746,0.0003373695,0.005075879,0.000006738927,0.0001730069,0.02727788,0.0000990367,0.00003980896,0.9528043,0.001011104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01372234,0.0105794,0.3355319,0.0002289897,0.0004531206,0.001321635,0.00006968241,0.001680115,0.6364128],"genre_scores_gemma":[0.003592194,0.0002885386,0.1117759,0.00001862877,0.0001124797,9.092074e-7,0.0001600335,0.0007055973,0.8833457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3552876,"threshold_uncertainty_score":0.9996755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106161489158227,"score_gpt":0.2227033446470128,"score_spread":0.2116417297554306,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}